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WGU Data-Driven-Decision-Making Exam Syllabus Topics:

Section	Objectives
Topic 1: Decision Making Models	- Decision trees and expected value analysis - Risk and uncertainty in decision-making
Topic 2: Hypothesis Testing	- t-tests, chi-square tests, and significance testing - Null and alternative hypotheses
Topic 3: Regression and Correlation Analysis	- Interpreting correlation and causation - Linear regression modeling
Topic 4: Data Fundamentals and Business Analytics	- Data types and data collection methods - Descriptive statistics (mean, median, variance, standard deviation)
Topic 5: Probability and Statistical Inference	- Probability concepts and distributions - Sampling methods and sampling error

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WGU VPC2Data-Driven Decision MakingC207 Sample Questions (Q16-Q21):

NEW QUESTION # 16
How should Ishikawa's seven basic tools of quality be used?
Choose 2 answers.

A. The tools make trends easy to recognize within only one graph.
B. The tools can be used in combination with each other.
C. The output from one tool can be used as another tool's input.
D. The tools should be used only by high-level managers and not by average workers.

Answer: B,C

Explanation:
Ishikawa's seven basic tools of quality are designed to support practical problem-solving and continuous improvement across all levels of an organization. These tools are most effective when used in combination and when the output from one tool serves as the input for another. For example, a check sheet can be used to collect defect data, which can then be summarized in a Pareto chart, and the findings may later be explored further with a cause-and-effect diagram. This interconnected use is one of the reasons the tools are so widely valued in quality management. The statement that the tools should only be used by high-level managers is incorrect because one of their strengths is accessibility; they are intended to be understandable and usable by ordinary workers as well as supervisors and analysts. The statement about recognizing trends within only one graph is also too restrictive and does not describe the broader practical use of the tools. Therefore, the correct answers are that the output from one tool can become another tool's input and that the tools can be used together.

NEW QUESTION # 17
What is the primary goal of Six Sigma?

A. Furthering a commitment to the SIPOC process
B. Providing collaborative planning, forecasting, and replenishment
C. Demonstrating strong management leadership
D. Fostering a commitment to continuous improvement

Answer: D

Explanation:
The primary goal ofSix Sigmais tofoster a commitment to continuous improvementby systematically reducing defects and process variation. In data-driven decision making, Six Sigma uses statistical methods to improve quality, efficiency, and consistency across organizational processes.
Six Sigma emphasizes disciplined problem-solving through data analysis, root-cause identification, and process control. While reducing defects to 3.4 per million opportunities is a hallmark metric, the broader objective is embedding continuous improvement into organizational culture.
SIPOC is a supporting tool, leadership is a contributing factor, and collaborative planning forecasting and replenishment relates to supply chain management, not Six Sigma's core purpose.
Therefore, the correct answer isD.

NEW QUESTION # 18
Which graphical display is used to examine the distribution of a data set with quartiles?

A. Boxplot
B. Scatterplot
C. Bivariate chart
D. Pareto chart

Answer: A

Explanation:
Aboxplotis specifically designed to display the distribution of a dataset using quartiles. In data-driven decision making, boxplots visually summarize data through the minimum, first quartile, median, third quartile, and maximum.
Boxplots are useful for identifying spread, central tendency, skewness, and potential outliers. Scatterplots and bivariate charts analyze relationships between variables, while Pareto charts rank categorical data by frequency.
Because quartiles are the defining feature of a boxplot, the correct answer isC.

NEW QUESTION # 19
Which quality management principle should team members apply?

A. Train all employees in the managerial process so the organization and employees compete.
B. Commit to a new style of leadership that lets employees choose what they want to do each day.
C. Analyze all adjustments made in one part of a system that may affect other parts of the system.
D. Focus on auxiliary tasks so that as many steps as possible are added to a process.

Answer: C

Explanation:
A core principle of quality management is systems thinking, which emphasizes that organizations operate as interconnected processes rather than isolated tasks. Because of this, team members should analyze all adjustments made in one part of a system that may affect other parts of the system. This approach recognizes that a change intended to improve one area can unintentionally reduce quality, efficiency, or consistency elsewhere. Effective quality management requires understanding process interactions, cause-and-effect relationships, and the broader impact of operational decisions. Option A is incorrect because quality improvement usually seeks to streamline processes rather than add unnecessary steps. Option C is also incorrect because quality management is about coordination and continuous improvement, not encouraging competition between the organization and employees. Option D does not reflect a recognized quality principle and suggests a lack of operational discipline. Therefore, the correct principle is the one that promotes analysis of interdependence within the system, making option B the best answer.

NEW QUESTION # 20
An analyst used multiple linear regression to show how a big box store's sales (y) are predicted by the big box store's advertising expenditure in dollars (variable x1) and the advertising expenditure in dollars of a specialty store (variable x2) in the same market. The estimated regression is y = 651.57 + 92.30x1 # 26.89x2. How are advertising expenditures and sales related in this scenario?

A. If the big box store decreases its advertising expenditures, it will decrease the big box store's sales.
B. If the specialty store increases its advertising expenditures, it will decrease the big box store's sales.
C. If the big box store decreases its advertising expenditures, its sales will increase.
D. If the big box store increases its advertising expenditures, its sales will decrease.

Answer: B

NEW QUESTION # 21
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